Literature DB >> 24951946

RPPApipe: a pipeline for the analysis of reverse-phase protein array data.

Johannes Eichner1, Yvonne Heubach2, Manuel Ruff3, Hella Kohlhof4, Stefan Strobl4, Barbara Mayer5, Michael Pawlak2, Markus F Templin2, Andreas Zell3.   

Abstract

BACKGROUND AND SCOPE: Today, web-based data analysis pipelines exist for a wide variety of microarray platforms, such as ordinary gene-centered arrays, exon arrays and SNP arrays. However, most of the available software tools provide only limited support for reverse-phase protein arrays (RPPA), as relevant inherent properties of the corresponding datasets are not taken into account. Thus, we developed the web-based data analysis pipeline RPPApipe, which was specifically tailored to suit the characteristics of the RPPA platform and encompasses various tools for data preprocessing, statistical analysis, clustering and pathway analysis. IMPLEMENTATION AND PERFORMANCE: All tools which are part of the RPPApipe software were implemented using R/Bioconductor. The software was embedded into our web-based ZBIT Bioinformatics Toolbox which is a customized instance of the Galaxy platform. AVAILABILITY: RPPApipe is freely available under GNU Public License from http://webservices.cs.uni-tuebingen.de. A full documentation of the tool can be found on the corresponding website http://www.cogsys.cs.uni-tuebingen.de/software/RPPApipe.
Copyright © 2014 Elsevier Ireland Ltd. All rights reserved.

Keywords:  Clustering; Pathway analysis; Reverse-phase protein arrays; Statistical analysis; Visualization; Web application

Mesh:

Year:  2014        PMID: 24951946     DOI: 10.1016/j.biosystems.2014.06.009

Source DB:  PubMed          Journal:  Biosystems        ISSN: 0303-2647            Impact factor:   1.973


  4 in total

1.  Protein network construction using reverse phase protein array data.

Authors:  Rency S Varghese; Yiming Zuo; Yi Zhao; Yong-Wei Zhang; Sandra A Jablonski; Mariaelena Pierobon; Emanuel F Petricoin; Habtom W Ressom; Louis M Weiner
Journal:  Methods       Date:  2017-06-24       Impact factor: 3.608

Review 2.  Reverse phase protein arrays: mapping the path towards personalized medicine.

Authors:  Rosa I Gallagher; Virginia Espina
Journal:  Mol Diagn Ther       Date:  2014-12       Impact factor: 4.074

Review 3.  Analysis of Reverse Phase Protein Array Data: From Experimental Design towards Targeted Biomarker Discovery.

Authors:  Astrid Wachter; Stephan Bernhardt; Tim Beissbarth; Ulrike Korf
Journal:  Microarrays (Basel)       Date:  2015-11-03

4.  ZBIT Bioinformatics Toolbox: A Web-Platform for Systems Biology and Expression Data Analysis.

Authors:  Michael Römer; Johannes Eichner; Andreas Dräger; Clemens Wrzodek; Finja Wrzodek; Andreas Zell
Journal:  PLoS One       Date:  2016-02-16       Impact factor: 3.240

  4 in total

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